Leaderboards/Fuzzy Logic and Control Systems

Fuzzy Logic and Control Systems

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Papers

1

Finite-time output-feedback fault tolerant adaptive fuzzy control framework for a class of MIMO saturated nonlinear systems

International Journal of Systems Science|2024

202 cit.

2

Robust Fuzzy Adaptive Fault‐Tolerant Control for a Class of Second‐Order Nonlinear Systems

International Journal of Adaptive Control and Signal Processing|2024

115 cit.

3

Blood-sucking leech optimizer

Advances in Engineering Software|2024

109 cit.

4

An Intelligent Decision Support System for Spherical Fuzzy Sugeno-Weber Aggregation Operators and Real-Life Applications

Spectrum of Mechanical Engineering and Operational Research.|2024

87 cit.

5

Intuitionistic fuzzy Sugeno-Weber decision framework for sustainable digital security assessment

Engineering Applications of Artificial Intelligence|2024

55 cit.

6

A novel multi-attribute decision-making approach based on T-spherical fuzzy Aczel Alsina Heronian mean operators

Granular Computing|2024

40 cit.

7

Fuzzy logic controller for UAV with gains optimized via genetic algorithm

Heliyon|2024

40 cit.

8

Enhancing renewable energy evaluation: Utilizing complex picture fuzzy frank aggregation operators in multi-attribute group decision-making

Sustainable Cities and Society|2024

33 cit.

9

RETRACTED: Decision algorithm for picture fuzzy sets and Aczel Alsina aggregation operators based on unknown degree of wights

Heliyon|2024

31 cit.

10

A multi-objective optimization of porous sandwich functionally graded plates with graphene nanoplatelet reinforcement using Blood-Sucking Leech Optimizer

Composite Structures|2025

29 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Papers

1

Weighted Random k Satisfiability for <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" id="d1e4005" altimg="si2.svg"> <mml:mrow> <mml:mi>k</mml:mi> <mml:mo linebreak="goodbreak" linebreakstyle="after">=</mml:mo> <mml:mn>1</mml:mn> <mml:mo>,</mml:mo> <mml:mn>2</mml:mn> </mml:mrow> </mml:math> (r2SAT) in Discrete Hopfield Neural Network

Applied Soft Computing|2022

94 cit.

2

Supervised Learning Perspective in Logic Mining

Mathematics|2022

76 cit.

3

A method to multi-attribute decision making technique based on Dombi aggregation operators under bipolar complex fuzzy information

Computational and Applied Mathematics|2022

69 cit.

4

Multi-unit Discrete Hopfield Neural Network for higher order supervised learning through logic mining: Optimal performance design and attribute selection

Journal of King Saud University - Computer and Information Sciences|2023

50 cit.

5

Non-Systematic Weighted Satisfiability in Discrete Hopfield Neural Network Using Binary Artificial Bee Colony Optimization

Mathematics|2022

45 cit.

6

Multi-attribute decision-making method based on bipolar complex fuzzy Maclaurin symmetric mean operators

Computational and Applied Mathematics|2022

44 cit.

7

Development of fermented sea buckthorn (Hippophae rhamnoides L.) juice and investigation of its antioxidant and antimicrobial activity

Frontiers in Nutrition|2023

29 cit.

8

Log-Linear-Based Logic Mining with Multi-Discrete Hopfield Neural Network

Mathematics|2023

29 cit.

9

Identification and Prioritization of DevOps Success Factors Using Bipolar Complex Fuzzy Setting With Frank Aggregation Operators and Analytical Hierarchy Process

IEEE Access|2022

25 cit.

10

4-D Memristive Chaotic Systems-Based Audio Secure Communication Using Dual-Function-Link Fuzzy Brain Emotional Controller

International Journal of Fuzzy Systems|2022

24 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1

Tokyo Institute of Technology

2

Jerry M. Mendel

University of Southern California

3

Francisco Herrera

Universidad de Granada

4

Joos Vandewalle

5

Instituto Tecnológico de Tijuana

6

University of Alberta

7

Université Toulouse III - Paul Sabatier

8

Chinese Academy of Sciences

9

Khalid Mohiuddin

King Khalid University

10

De Montfort University

Current Senior Leaders Papers

1

Fuzzy identification of systems and its applications to modeling and control

IEEE Transactions on Systems Man and Cybernetics|1985

19.4k cit.

2

Least Squares Support Vector Machine Classifiers

Neural Processing Letters|1999

9.4k cit.

3

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

Information Fusion|2019

9k cit.

4

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

Swarm and Evolutionary Computation|2011

5.4k cit.

5

Artificial neural networks: a tutorial

Computer|1996

4.9k cit.

6

A Multilinear Singular Value Decomposition

SIAM Journal on Matrix Analysis and Applications|2000

4.2k cit.

7

A fuzzy extension of Saaty's priority theory

Fuzzy Sets and Systems|1983

3k cit.

8

Science mapping software tools: Review, analysis, and cooperative study among tools

Journal of the American Society for Information Science and Technology|2011

3k cit.

9

ROUGH FUZZY SETS AND FUZZY ROUGH SETS*

International Journal of General Systems|1990

2.9k cit.

10

Generating fuzzy rules by learning from examples

IEEE Transactions on Systems Man and Cybernetics|1992

2.9k cit.

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